BAEL-1994: Updates and small changes
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610d0ce869
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1921b585a6
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@ -204,7 +204,7 @@
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</dependency>
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<dependency>
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<groupId>org.apache.flink</groupId>
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<artifactId>flink-test-utils_2.10</artifactId>
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<artifactId>flink-test-utils_2.11</artifactId>
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<version>${flink.version}</version>
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<scope>test</scope>
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</dependency>
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@ -1,10 +1,11 @@
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package com.baeldung;
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package com.baeldung.flink;
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import com.baeldung.flink.BackupAggregator;
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import com.baeldung.flink.InputMessageTimestampAssigner;
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import com.baeldung.flink.WordsCapitalizer;
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import com.baeldung.model.Backup;
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import com.baeldung.model.InputMessage;
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import com.baeldung.flink.model.Backup;
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import com.baeldung.flink.model.InputMessage;
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import com.baeldung.flink.operator.BackupAggregator;
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import com.baeldung.flink.operator.InputMessageTimestampAssigner;
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import com.baeldung.flink.operator.WordsCapitalizer;
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import org.apache.flink.streaming.api.TimeCharacteristic;
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import org.apache.flink.streaming.api.datastream.DataStream;
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import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
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@ -12,8 +13,8 @@ import org.apache.flink.streaming.api.windowing.time.Time;
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import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer011;
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import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer011;
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import static com.baeldung.flink.Consumers.*;
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import static com.baeldung.flink.Producers.*;
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import static com.baeldung.flink.connector.Consumers.*;
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import static com.baeldung.flink.connector.Producers.*;
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public class FlinkDataPipeline {
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@ -1,7 +1,7 @@
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package com.baeldung.flink;
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package com.baeldung.flink.connector;
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import com.baeldung.schema.InputMessageDeserializationSchema;
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import com.baeldung.model.InputMessage;
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import com.baeldung.flink.model.InputMessage;
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import com.baeldung.flink.schema.InputMessageDeserializationSchema;
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import org.apache.flink.api.common.serialization.SimpleStringSchema;
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import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer011;
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@ -1,7 +1,7 @@
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package com.baeldung.flink;
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package com.baeldung.flink.connector;
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import com.baeldung.schema.BackupSerializationSchema;
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import com.baeldung.model.Backup;
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import com.baeldung.flink.model.Backup;
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import com.baeldung.flink.schema.BackupSerializationSchema;
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import org.apache.flink.api.common.serialization.SimpleStringSchema;
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import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer011;
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@ -12,6 +12,6 @@ public class Producers {
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}
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public static FlinkKafkaProducer011<Backup> createBackupProducer(String topic, String kafkaAddress) {
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return new FlinkKafkaProducer011<>(kafkaAddress, topic, new BackupSerializationSchema());
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return new FlinkKafkaProducer011<Backup>(kafkaAddress, topic, new BackupSerializationSchema());
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}
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}
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@ -1,4 +1,4 @@
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package com.baeldung.model;
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package com.baeldung.flink.model;
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import com.fasterxml.jackson.annotation.JsonProperty;
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@ -20,4 +20,8 @@ public class Backup {
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this.backupTimestamp = backupTimestamp;
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this.uuid = UUID.randomUUID();
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}
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public List<InputMessage> getInputMessages() {
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return inputMessages;
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}
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}
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@ -1,6 +1,8 @@
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package com.baeldung.model;
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package com.baeldung.flink.model;
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import com.fasterxml.jackson.databind.annotation.JsonSerialize;
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import com.google.common.base.Objects;
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import java.time.LocalDateTime;
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@JsonSerialize
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@ -10,6 +12,9 @@ public class InputMessage {
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LocalDateTime sentAt;
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String message;
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public InputMessage() {
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}
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public String getSender() {
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return sender;
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}
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@ -41,4 +46,27 @@ public class InputMessage {
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public void setMessage(String message) {
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this.message = message;
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}
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public InputMessage(String sender, String recipient, LocalDateTime sentAt, String message) {
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this.sender = sender;
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this.recipient = recipient;
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this.sentAt = sentAt;
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this.message = message;
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}
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@Override
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public boolean equals(Object o) {
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if (this == o) return true;
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if (o == null || getClass() != o.getClass()) return false;
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InputMessage message1 = (InputMessage) o;
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return Objects.equal(sender, message1.sender) &&
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Objects.equal(recipient, message1.recipient) &&
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Objects.equal(sentAt, message1.sentAt) &&
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Objects.equal(message, message1.message);
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}
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@Override
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public int hashCode() {
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return Objects.hashCode(sender, recipient, sentAt, message);
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}
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}
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@ -1,7 +1,7 @@
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package com.baeldung.flink;
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package com.baeldung.flink.operator;
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import com.baeldung.model.Backup;
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import com.baeldung.model.InputMessage;
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import com.baeldung.flink.model.Backup;
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import com.baeldung.flink.model.InputMessage;
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import org.apache.flink.api.common.functions.AggregateFunction;
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import java.time.LocalDateTime;
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@ -1,6 +1,6 @@
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package com.baeldung.flink;
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package com.baeldung.flink.operator;
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import com.baeldung.model.InputMessage;
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import com.baeldung.flink.model.InputMessage;
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import org.apache.flink.streaming.api.functions.AssignerWithPunctuatedWatermarks;
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import org.apache.flink.streaming.api.watermark.Watermark;
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@ -1,4 +1,4 @@
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package com.baeldung.flink;
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package com.baeldung.flink.operator;
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import org.apache.flink.api.common.functions.MapFunction;
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@ -1,6 +1,6 @@
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package com.baeldung.schema;
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package com.baeldung.flink.schema;
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import com.baeldung.model.Backup;
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import com.baeldung.flink.model.Backup;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.datatype.jsr310.JavaTimeModule;
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import org.apache.flink.api.common.serialization.SerializationSchema;
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@ -1,6 +1,6 @@
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package com.baeldung.schema;
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package com.baeldung.flink.schema;
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import com.baeldung.model.InputMessage;
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import com.baeldung.flink.model.InputMessage;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.datatype.jsr310.JavaTimeModule;
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import org.apache.flink.api.common.serialization.DeserializationSchema;
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@ -0,0 +1,103 @@
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package com.baeldung.flink;
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import com.baeldung.flink.model.Backup;
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import com.baeldung.flink.model.InputMessage;
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import com.baeldung.flink.operator.BackupAggregator;
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import com.baeldung.flink.operator.InputMessageTimestampAssigner;
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import com.baeldung.flink.schema.BackupSerializationSchema;
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import com.baeldung.flink.schema.InputMessageDeserializationSchema;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.datatype.jsr310.JavaTimeModule;
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import org.apache.commons.collections.ListUtils;
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import org.apache.flink.api.common.serialization.DeserializationSchema;
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import org.apache.flink.api.common.serialization.SerializationSchema;
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import org.apache.flink.streaming.api.TimeCharacteristic;
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import org.apache.flink.streaming.api.datastream.DataStreamSource;
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import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
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import org.apache.flink.streaming.api.functions.sink.SinkFunction;
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import org.apache.flink.streaming.api.windowing.time.Time;
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import org.awaitility.Awaitility;
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import org.junit.Before;
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import org.junit.Test;
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import java.io.IOException;
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import java.time.LocalDateTime;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.List;
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import static org.junit.Assert.assertEquals;
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public class BackupCreatorIntegrationTest {
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public static ObjectMapper mapper;
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@Before
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public void setup() {
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mapper = new ObjectMapper().registerModule(new JavaTimeModule());
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}
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@Test
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public void givenProperJson_whenDeserializeIsInvoked_thenProperObjectIsReturned() throws IOException {
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InputMessage message = new InputMessage("Me", "User", LocalDateTime.now(), "Test Message");
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byte[] messageSerialized = mapper.writeValueAsBytes(message);
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DeserializationSchema<InputMessage> deserializationSchema = new InputMessageDeserializationSchema();
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InputMessage messageDeserialized = deserializationSchema.deserialize(messageSerialized);
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assertEquals(message, messageDeserialized);
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}
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@Test
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public void givenMultipleInputMessagesFromDifferentDays_whenBackupCreatorIsUser_thenMessagesAreGroupedProperly() throws Exception {
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LocalDateTime currentTime = LocalDateTime.now();
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InputMessage message = new InputMessage("Me", "User", currentTime, "First TestMessage");
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InputMessage secondMessage = new InputMessage("Me", "User", currentTime.plusHours(1), "First TestMessage");
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InputMessage thirdMessage = new InputMessage("Me", "User", currentTime.plusHours(2), "First TestMessage");
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InputMessage fourthMessage = new InputMessage("Me", "User", currentTime.plusHours(3), "First TestMessage");
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InputMessage fifthMessage = new InputMessage("Me", "User", currentTime.plusHours(25), "First TestMessage");
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InputMessage sixthMessage = new InputMessage("Me", "User", currentTime.plusHours(26), "First TestMessage");
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List<InputMessage> firstBackupMessages = Arrays.asList(message, secondMessage, thirdMessage, fourthMessage);
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List<InputMessage> secondBackupMessages = Arrays.asList(fifthMessage, sixthMessage);
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List<InputMessage> inputMessages = ListUtils.union(firstBackupMessages, secondBackupMessages);
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StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
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env.setStreamTimeCharacteristic(TimeCharacteristic.EventTime);
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env.setParallelism(1);
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DataStreamSource<InputMessage> testDataSet = env.fromCollection(inputMessages);
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CollectingSink sink = new CollectingSink();
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testDataSet.assignTimestampsAndWatermarks(new InputMessageTimestampAssigner())
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.timeWindowAll(Time.hours(24))
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.aggregate(new BackupAggregator())
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.addSink(sink);
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env.execute();
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Awaitility.await().until(() -> sink.backups.size() == 2);
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assertEquals(2, sink.backups.size());
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assertEquals(firstBackupMessages, sink.backups.get(0).getInputMessages());
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assertEquals(secondBackupMessages, sink.backups.get(1).getInputMessages());
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}
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@Test
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public void givenProperBackupObject_whenSerializeIsInvoked_thenObjectIsProperlySerialized() throws IOException {
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InputMessage message = new InputMessage("Me", "User", LocalDateTime.now(), "Test Message");
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List<InputMessage> messages = Arrays.asList(message);
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Backup backup = new Backup(messages, LocalDateTime.now());
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byte[] backupSerialized = mapper.writeValueAsBytes(backup);
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SerializationSchema<Backup> serializationSchema = new BackupSerializationSchema();
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byte[] backupProcessed = serializationSchema.serialize(backup);
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assertEquals(backupSerialized, backupProcessed);
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}
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private static class CollectingSink implements SinkFunction<Backup> {
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public static List<Backup> backups = new ArrayList<>();
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@Override
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public synchronized void invoke(Backup value, Context context) throws Exception {
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backups.add(value);
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}
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}
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}
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@ -0,0 +1,34 @@
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package com.baeldung.flink;
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import com.baeldung.flink.operator.WordsCapitalizer;
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import org.apache.flink.api.java.DataSet;
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import org.apache.flink.api.java.ExecutionEnvironment;
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import org.junit.Assert;
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import org.junit.Test;
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import java.util.Arrays;
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import java.util.List;
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import java.util.stream.Collectors;
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public class WordCapitalizerIntegrationTest {
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@Test
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public void givenDataSet_whenExecuteWordCapitalizer_thenReturnCapitalizedWords() throws Exception {
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ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
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List<String> data = Arrays.asList("dog", "cat", "wolf", "pig");
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DataSet<String> testDataSet = env.fromCollection(data);
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List<String> dataProcessed = testDataSet
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.map(new WordsCapitalizer())
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.collect();
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List<String> testDataCapitalized = data.stream()
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.map(String::toUpperCase)
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.collect(Collectors.toList());
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Assert.assertEquals(testDataCapitalized, dataProcessed);
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}
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}
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